Semi-automated image acquisition and analyses for broad users utilizing macro keyboards

Scientific research relies on microscopy. However, manual image acquisition and analysis are inefficient and susceptible to errors. Fully automated workflows are often task-specific, and current AI-based systems are costly and may face difficulties in new scenarios. Here, we introduce a semi-automated system utilizing macro keyboards to streamline workflows. Programming multi-action keys for tasks such as focusing, image capture and data analysis reduces the manual input, boosting efficiency and accuracy. This intuitive system saves time for both experienced users and trainees. This cost-effective solution improves accessibility, flexibility and usability, supporting not only diverse imaging applications but also broader scientific instrumentation processes.

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Institutions

Publication Details

Journal
Microscopy
Published
2025-04-02
DOI
https://doi.org/10.1093/jmicro/dfaf018
Citations
1
Primary Topic
Cell Image Analysis Techniques
Type
article
Field-Weighted Citation Impact
1.63

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article

Semi-automated image acquisition and analyses for broad users utilizing macro keyboards

Toshiyasu Taniguchi, Takaaki Watanabe
1 citations
Microscopy
Cell Image Analysis Techniques
1.63
article

Semi-automated image acquisition and analyses for broad users utilizing macro keyboards

Toshiyasu Taniguchi, Takaaki Watanabe
article en
1 citations

Abstract

Scientific research relies on microscopy. However, manual image acquisition and analysis are inefficient and susceptible to errors. Fully automated workflows are often task-specific, and current AI-based systems are costly and may face difficulties in new scenarios. Here, we introduce a semi-automated system utilizing macro keyboards to streamline workflows. Programming multi-action keys for tasks such as focusing, image capture and data analysis reduces the manual input, boosting efficiency and accuracy. This intuitive system saves time for both experienced users and trainees. This cost-effective solution improves accessibility, flexibility and usability, supporting not only diverse imaging applications but also broader scientific instrumentation processes.

MicroscopyVol. 74(6)
Tokai University (JP)
Naito Foundation, Uehara Memorial Foundation, Japan Society for the Promotion of Science, School of Medicine, Tokai University
Industry, innovation and infrastructure
Openalex Percentile: Top 16%
Cell Image Analysis Techniques
1.63
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Semi-automated image acquisition and analyses for broad users utilizing macro keyboards — Toshiyasu Taniguchi, Takaaki Watanabe · Microscopy (2025) | TGRS Research Map | TGRS